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https://api.github.com/repos/huggingface/datasets/issues/2258 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2258/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2258/comments | https://api.github.com/repos/huggingface/datasets/issues/2258/events | https://github.com/huggingface/datasets/pull/2258 | 866,870,588 | MDExOlB1bGxSZXF1ZXN0NjIyNjcxNTQy | 2,258 | Fix incorrect update_metadata_with_features calls in ArrowDataset | {
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"@lhoestq Maybe a test that runs the functions that call `update_metadata_with_features` and checks if metadata was updated would be nice to prevent this from happening in the future."
] | 2021-04-25T00:48:38Z | 2021-04-26T17:16:30Z | 2021-04-26T16:54:04Z | CONTRIBUTOR | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/3634 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3634/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3634/comments | https://api.github.com/repos/huggingface/datasets/issues/3634/events | https://github.com/huggingface/datasets/issues/3634 | 1,115,133,279 | I_kwDODunzps5Cd5Vf | 3,634 | Dataset.shuffle(seed=None) gives fixed row permutation | {
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"I'm not sure if this is expected behavior.\r\n\r\nAm I supposed to work with a copy of the dataset, i.e. `shuffled_dataset = data.shuffle(seed=None)`?\r\n\r\n```diff\r\nimport datasets\r\n\r\n# Some toy example\r\ndata = datasets.Dataset.from_dict(\r\n {\"feature\": [1, 2, 3, 4, 5], \"label\": [\"a\", \"b\", \"... | 2022-01-26T15:13:08Z | 2022-01-27T18:16:07Z | 2022-01-27T18:16:07Z | NONE | null | null | null | ## Describe the bug
Repeated attempts to `shuffle` a dataset without specifying a seed give the same results.
## Steps to reproduce the bug
```python
import datasets
# Some toy example
data = datasets.Dataset.from_dict(
{"feature": [1, 2, 3, 4, 5], "label": ["a", "b", "c", "d", "e"]}
)
# Doesn't work... | {
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https://api.github.com/repos/huggingface/datasets/issues/1314 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1314/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1314/comments | https://api.github.com/repos/huggingface/datasets/issues/1314/events | https://github.com/huggingface/datasets/pull/1314 | 759,541,937 | MDExOlB1bGxSZXF1ZXN0NTM0NTMwMDE5 | 1,314 | Add snips built in intents 2016 12 | {
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"It is not clear how to automatically add the dummy data if the source data is a more complex json format. Should I manually take a fraction of the source data and include it as dummy data?\r\n",
"Added a fraction of the real data as dummy data.",
"merging since the CI is fixed on master"
] | 2020-12-08T15:30:19Z | 2020-12-14T09:59:07Z | 2020-12-14T09:59:07Z | CONTRIBUTOR | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/5315 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5315/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5315/comments | https://api.github.com/repos/huggingface/datasets/issues/5315/events | https://github.com/huggingface/datasets/issues/5315 | 1,470,026,797 | I_kwDODunzps5XntQt | 5,315 | Adding new splits to a dataset script with existing old splits info in metadata's `dataset_info` fails | {
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"EDIT:\r\nI think in this case, the metadata files (either README or JSON) should not be read (i.e. `self.info.splits` should be None).\r\n\r\nOne idea: \r\n- I think ideally we should set this behavior when we pass `--save_info` to the CLI `test`\r\n- However, currently, the builder is unaware of this: `save_info`... | 2022-11-30T18:02:15Z | 2022-12-02T07:02:53Z | null | CONTRIBUTOR | null | null | null | ### Describe the bug
If you first create a custom dataset with a specific set of splits, generate metadata with `datasets-cli test ... --save_info`, then change your script to include more splits, it fails.
That's what happened in https://huggingface.co/datasets/mrdbourke/food_vision_199_classes/discussions/2#6385f... | {
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https://api.github.com/repos/huggingface/datasets/issues/4093 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4093/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4093/comments | https://api.github.com/repos/huggingface/datasets/issues/4093/events | https://github.com/huggingface/datasets/issues/4093 | 1,192,523,161 | I_kwDODunzps5HFHWZ | 4,093 | elena-soare/crawled-ecommerce: missing dataset | {
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"It's a bug! Thanks for reporting, I'm looking at it.",
"By the way, the error on our part is due to the huge size of every row (~90MB). The dataset viewer does not support such big dataset rows for the moment.\r\nAnyway, we're working to give a hint about this in the dataset viewer.",
"Fixed. See https://huggi... | 2022-04-05T02:25:19Z | 2022-04-12T09:34:53Z | 2022-04-12T09:34:53Z | NONE | null | null | null | elena-soare/crawled-ecommerce
**Link:** *link to the dataset viewer page*
*short description of the issue*
Am I the one who added this dataset ? Yes-No
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https://api.github.com/repos/huggingface/datasets/issues/5942 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5942/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5942/comments | https://api.github.com/repos/huggingface/datasets/issues/5942/events | https://github.com/huggingface/datasets/pull/5942 | 1,752,021,681 | PR_kwDODunzps5Su-V4 | 5,942 | Pass datasets-cli additional args as kwargs to DatasetBuilder in `run_beam.py` | {
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Following this <https://discuss.huggingface.co/t/how-to-preprocess-a-wikipedia-dataset-using-dataflowrunner/41991/3>, here is a simple PR to pass any additional args to datasets-cli as kwargs in the DatasetBuilder in `run_beam.py`.
I also took the liberty to add missing setup steps to the `beam.mdx` docs in o... | {
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https://api.github.com/repos/huggingface/datasets/issues/1641 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1641/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1641/comments | https://api.github.com/repos/huggingface/datasets/issues/1641/events | https://github.com/huggingface/datasets/issues/1641 | 775,110,872 | MDU6SXNzdWU3NzUxMTA4NzI= | 1,641 | muchocine dataset cannot be dowloaded | {
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"I have encountered the same error with `v1.0.1` and `v1.0.2` on both Windows and Linux environments. However, cloning the repo and using the path to the dataset's root directory worked for me. Even after having the dataset cached - passing the path is the only way (for now) to load the dataset.\r\n\r\n```python\r\... | 2020-12-27T21:26:28Z | 2021-08-03T05:07:29Z | 2021-08-03T05:07:29Z | CONTRIBUTOR | null | null | null | ```python
---------------------------------------------------------------------------
FileNotFoundError Traceback (most recent call last)
/usr/local/lib/python3.6/dist-packages/datasets/load.py in prepare_module(path, script_version, download_config, download_mode, dataset, force_local_path, ... | {
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https://api.github.com/repos/huggingface/datasets/issues/5782 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5782/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5782/comments | https://api.github.com/repos/huggingface/datasets/issues/5782/events | https://github.com/huggingface/datasets/issues/5782 | 1,679,622,367 | I_kwDODunzps5kHQDf | 5,782 | Support for various audio-loading backends instead of always relying on SoundFile | {
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"Hi! \r\n\r\nYou can use `set_transform`/`with_transform` to define a custom decoding for audio formats not supported by `soundfile`:\r\n```python\r\naudio_dataset_amr = Dataset.from_dict({\"audio\": [\"audio_samples/audio.amr\"]})\r\n\r\ndef decode_audio(batch):\r\n batch[\"audio\"] = [read_ffmpeg(audio_path) f... | 2023-04-22T17:09:25Z | 2023-05-10T20:23:04Z | 2023-05-10T20:23:04Z | NONE | null | null | null | ### Feature request
Introduce an option to select from a variety of audio-loading backends rather than solely relying on the SoundFile library. For instance, if the ffmpeg library is installed, it can serve as a fallback loading option.
### Motivation
- The SoundFile library, used in [features/audio.py](https://gith... | {
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https://api.github.com/repos/huggingface/datasets/issues/6152 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6152/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6152/comments | https://api.github.com/repos/huggingface/datasets/issues/6152/events | https://github.com/huggingface/datasets/issues/6152 | 1,852,494,646 | I_kwDODunzps5uatM2 | 6,152 | FolderBase Dataset automatically resolves under current directory when data_dir is not specified | {
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"@lhoestq ",
"Makes sense, I guess this can be fixed in the load_dataset_builder method.\r\nIt concerns every packaged builder I think (see values in `_PACKAGED_DATASETS_MODULES`)",
"I think the behavior is related to these lines, which short circuited the error handling.\r\nhttps://github.com/huggingface/datas... | 2023-08-16T04:38:09Z | 2023-10-10T16:30:19Z | null | CONTRIBUTOR | null | null | null | ### Describe the bug
FolderBase Dataset automatically resolves under current directory when data_dir is not specified.
For example:
```
load_dataset("audiofolder")
```
takes long time to resolve and collect data_files from current directory. But I think it should reach out to this line for error handling https:... | {
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https://api.github.com/repos/huggingface/datasets/issues/4397 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4397/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4397/comments | https://api.github.com/repos/huggingface/datasets/issues/4397/events | https://github.com/huggingface/datasets/pull/4397 | 1,246,597,632 | PR_kwDODunzps44XcG3 | 4,397 | Fix dependency on dill version | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-05-24T13:54:23Z | 2022-10-26T08:45:37Z | 2022-05-25T13:54:08Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | We had to make a hotfix by pinning dill:
- #4380
because from version 0.3.5, our custom `save_function` pickling function was raising an exception:
- #4379
This PR fixes this by implementing our custom `save_function` depending on the version of dill.
CC: @anivegesana
This PR needs first being merged:
-... | {
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https://api.github.com/repos/huggingface/datasets/issues/1738 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1738/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1738/comments | https://api.github.com/repos/huggingface/datasets/issues/1738/events | https://github.com/huggingface/datasets/pull/1738 | 786,068,440 | MDExOlB1bGxSZXF1ZXN0NTU0OTk2NDU4 | 1,738 | Conda support | {
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"Nice thanks :) \r\nNote that in `datasets` the tags are simply the version without the `v`. For example `1.2.1`.",
"Do you push tags only for versions?",
"Yes I've always used tags only for versions"
] | 2021-01-14T15:11:25Z | 2021-01-15T10:08:20Z | 2021-01-15T10:08:19Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Will push a new version on anaconda cloud every time a tag starting with `v` is pushed (like `v1.2.2`).
Will appear here: https://anaconda.org/huggingface/datasets
Depends on `conda-forge` for now, so the following is required for installation:
```
conda install -c huggingface -c conda-forge datasets
``` | {
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https://api.github.com/repos/huggingface/datasets/issues/5929 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5929/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5929/comments | https://api.github.com/repos/huggingface/datasets/issues/5929/events | https://github.com/huggingface/datasets/issues/5929 | 1,744,478,456 | I_kwDODunzps5n-qD4 | 5,929 | Importing PyTorch reduces multiprocessing performance for map | {
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"Hi! The times match when I run this code locally or on Colab.\r\n\r\nAlso, we use `multiprocess`, not `multiprocessing`, for parallelization, and torch's `__init__.py` (executed on `import torch` ) slightly modifies the latter.",
"Hey Mariosasko,\r\n\r\nThanks for looking into it. We further did some investigati... | 2023-06-06T19:42:25Z | 2023-06-16T13:09:12Z | 2023-06-16T13:09:12Z | NONE | null | null | null | ### Describe the bug
I noticed that the performance of my dataset preprocessing with `map(...,num_proc=32)` decreases when PyTorch is imported.
### Steps to reproduce the bug
I created two example scripts to reproduce this behavior:
```
import datasets
datasets.disable_caching()
from datasets import Da... | {
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https://api.github.com/repos/huggingface/datasets/issues/1241 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1241/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1241/comments | https://api.github.com/repos/huggingface/datasets/issues/1241/events | https://github.com/huggingface/datasets/pull/1241 | 758,360,643 | MDExOlB1bGxSZXF1ZXN0NTMzNTQ1OTQ0 | 1,241 | Opus elhuyar dataset for MT task having languages pair in Spanish to Basque | {
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More info : http://opus.nlpl.eu/Elhuyar.php | {
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https://api.github.com/repos/huggingface/datasets/issues/4787 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4787/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4787/comments | https://api.github.com/repos/huggingface/datasets/issues/4787/events | https://github.com/huggingface/datasets/issues/4787 | 1,328,243,911 | I_kwDODunzps5PK2TH | 4,787 | NonMatchingChecksumError in mbpp dataset | {
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"following_url": "https://api.github.com/users/albertvillanova/following{/o... | null | [] | 2022-08-04T08:15:51Z | 2022-08-04T17:21:01Z | 2022-08-04T17:21:01Z | MEMBER | null | null | null | ## Describe the bug
As reported on the Hub [Fix Checksum Mismatch](https://huggingface.co/datasets/mbpp/discussions/1), there is a `NonMatchingChecksumError` when loading mbpp dataset
## Steps to reproduce the bug
```python
ds = load_dataset("mbpp", "full")
```
## Expected results
Loading of the dataset with... | {
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https://api.github.com/repos/huggingface/datasets/issues/2800 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2800/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2800/comments | https://api.github.com/repos/huggingface/datasets/issues/2800/events | https://github.com/huggingface/datasets/pull/2800 | 970,819,988 | MDExOlB1bGxSZXF1ZXN0NzEyNzExNTcx | 2,800 | Support streaming tar files | {
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"Hi ! Why do we need the custom `readline` for exactly ? feel free to add a comment to say why it's needed"
] | 2021-08-14T04:40:17Z | 2021-08-26T10:02:30Z | 2021-08-14T04:55:57Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This PR adds support to stream tar files by using the `fsspec` tar protocol.
It also uses the custom `readline` implemented in PR #2786.
The corresponding test is implemented in PR #2786. | {
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https://api.github.com/repos/huggingface/datasets/issues/5850 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5850/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5850/comments | https://api.github.com/repos/huggingface/datasets/issues/5850/events | https://github.com/huggingface/datasets/pull/5850 | 1,707,678,911 | PR_kwDODunzps5QZALv | 5,850 | Make packaged builders skip non-supported file formats | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5850). All of your documentation changes will be reflected on that endpoint.",
"Good idea. @mariosasko!!!\r\n\r\nPlease note that before this PR, the files are not evenly distributed for archives: `_generate_examples` gets a li... | 2023-05-12T13:52:34Z | 2023-06-07T12:26:38Z | null | MEMBER | null | 0 | {
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} | This PR makes packaged builders skip non-supported file formats:
- Csv builder skips non-CSV files
- Analogously for the other builders
Fix #5849. | {
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https://api.github.com/repos/huggingface/datasets/issues/3265 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3265/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3265/comments | https://api.github.com/repos/huggingface/datasets/issues/3265/events | https://github.com/huggingface/datasets/issues/3265 | 1,052,666,558 | I_kwDODunzps4-vmq- | 3,265 | Checksum error for kilt_task_wow | {
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"Using `dataset = load_dataset(\"kilt_tasks\", \"wow\", ignore_verifications=True)` may fix it, but I do not think it is a elegant solution.",
"Hi @slyviacassell, thanks for reporting.\r\n\r\nYes, there is an issue with the checksum verification. I'm fixing it.\r\n\r\nAnd as you pointed out, in the meantime, you ... | 2021-11-13T12:04:17Z | 2021-11-16T11:23:53Z | 2021-11-16T11:21:58Z | NONE | null | null | null | ## Describe the bug
Checksum failed when downloads kilt_tasks_wow. See error output for details.
## Steps to reproduce the bug
```python
import datasets
datasets.load_datasets('kilt_tasks','wow')
```
## Expected results
Download successful
## Actual results
```
Downloading and preparing dataset kilt_ta... | {
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https://api.github.com/repos/huggingface/datasets/issues/3787 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3787/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3787/comments | https://api.github.com/repos/huggingface/datasets/issues/3787/events | https://github.com/huggingface/datasets/pull/3787 | 1,150,235,569 | PR_kwDODunzps4zdE7b | 3,787 | Fix Google Drive URL to avoid Virus scan warning | {
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"Thanks for this @albertvillanova!",
"Once this PR merged into master and until our next `datasets` library release, you can get this fix by installing our library from the GitHub master branch:\r\n```shell\r\npip install git+https://github.com/huggingface/datasets#egg=datasets\r\n```\r\nThen, if you had previous... | 2022-02-25T09:35:12Z | 2022-03-04T20:43:32Z | 2022-02-25T11:56:35Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This PR fixes, in the datasets library instead of in every specific dataset, the issue of downloading the Virus scan warning page instead of the actual data file for Google Drive URLs.
Fix #3786, fix #3784. | {
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https://api.github.com/repos/huggingface/datasets/issues/3739 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3739/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3739/comments | https://api.github.com/repos/huggingface/datasets/issues/3739/events | https://github.com/huggingface/datasets/issues/3739 | 1,140,329,189 | I_kwDODunzps5D-Arl | 3,739 | Pubmed dataset does not work in streaming mode | {
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"Thanks for reporting, @abhi-mosaic (related to #3655).\r\n\r\nPlease note that `xml.etree.ElementTree.parse` already supports streaming:\r\n- #3476\r\n\r\nNo need to refactor to use `open`/`xopen`. Is is enough with importing the package `as ET` (instead of `as etree`)."
] | 2022-02-16T17:13:37Z | 2022-02-18T14:42:13Z | 2022-02-18T14:42:13Z | CONTRIBUTOR | null | null | null | ## Describe the bug
Trying to use the `pubmed` dataset with `streaming=True` fails.
## Steps to reproduce the bug
```python
import datasets
pubmed_train = datasets.load_dataset('pubmed', split='train', streaming=True)
print (next(iter(pubmed_train)))
```
## Expected results
I would expect to see the first ... | {
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https://api.github.com/repos/huggingface/datasets/issues/3206 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3206/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3206/comments | https://api.github.com/repos/huggingface/datasets/issues/3206/events | https://github.com/huggingface/datasets/pull/3206 | 1,044,216,270 | PR_kwDODunzps4uEZJe | 3,206 | [WIP] Allow user-defined hash functions via a registry | {
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"Hi @BramVanroy, thanks for your PR.\r\n\r\nThere was a bug in TensorFlow/Keras. We have made a temporary fix in master branch. Please, merge master into your PR branch, so that the CI tests pass.\r\n\r\n```\r\ngit checkout registry\r\ngit fetch upstream master\r\ngit merge upstream/master\r\n```",
"@albertvillan... | 2021-11-03T23:25:42Z | 2021-11-05T12:38:11Z | 2021-11-05T12:38:04Z | CONTRIBUTOR | null | 0 | {
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} | Inspired by the discussion on hashing in https://github.com/huggingface/datasets/issues/3178#issuecomment-959016329, @lhoestq suggested that it would be neat to allow users more control over the hashing process. Specifically, it would be great if users can specify specific hashing functions depending on the **class** o... | {
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https://api.github.com/repos/huggingface/datasets/issues/5980 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5980/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5980/comments | https://api.github.com/repos/huggingface/datasets/issues/5980/events | https://github.com/huggingface/datasets/issues/5980 | 1,770,255,973 | I_kwDODunzps5pg_Zl | 5,980 | Viewing dataset card returns “502 Bad Gateway” | {
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"Can you try again? Maybe there was a minor outage.",
"Yes, it seems to be working now. In case it's helpful, the outage lasted several days. It was failing as late as yesterday morning. ",
"we fixed something on the server side, glad it's fixed now"
] | 2023-06-22T19:14:48Z | 2023-06-27T08:38:19Z | 2023-06-26T14:42:45Z | NONE | null | null | null | The url is: https://huggingface.co/datasets/Confirm-Labs/pile_ngrams_trigrams
I am able to successfully view the “Files and versions” tab: [Confirm-Labs/pile_ngrams_trigrams at main](https://huggingface.co/datasets/Confirm-Labs/pile_ngrams_trigrams/tree/main)
Any help would be appreciated! Thanks! I hope this is ... | {
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https://api.github.com/repos/huggingface/datasets/issues/3192 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3192/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3192/comments | https://api.github.com/repos/huggingface/datasets/issues/3192/events | https://github.com/huggingface/datasets/issues/3192 | 1,041,308,086 | I_kwDODunzps4-ERm2 | 3,192 | Multiprocessing filter/map (tests) not working on Windows | {
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] | open | false | null | [] | null | [] | 2021-11-01T15:36:08Z | 2021-11-01T15:57:03Z | null | CONTRIBUTOR | null | null | null | While running the tests, I found that the multiprocessing examples fail on Windows, or rather they do not complete: they cause a deadlock. I haven't dug deep into it, but they do not seem to work as-is. I currently have no time to tests this in detail but at least the tests seem not to run correctly (deadlocking).
#... | {
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https://api.github.com/repos/huggingface/datasets/issues/6110 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6110/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6110/comments | https://api.github.com/repos/huggingface/datasets/issues/6110/events | https://github.com/huggingface/datasets/issues/6110 | 1,831,110,633 | I_kwDODunzps5tJIfp | 6,110 | [BUG] Dataset initialized from in-memory data does not create cache. | {
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"This is expected behavior. You must provide `cache_file_name` when performing `.map` on an in-memory dataset for the result to be cached."
] | 2023-08-01T11:58:58Z | 2023-08-17T14:03:01Z | 2023-08-17T14:03:00Z | NONE | null | null | null | ### Describe the bug
`Dataset` initialized from in-memory data (dictionary in my case, haven't tested with other types) does not create cache when processed with the `map` method, unlike `Dataset` initialized by other methods such as `load_dataset`.
### Steps to reproduce the bug
```python
# below code was ru... | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3943). All of your documentation changes will be reflected on that endpoint."
] | 2022-03-16T15:28:30Z | 2022-03-17T11:46:26Z | 2022-03-17T11:46:25Z | CONTRIBUTOR | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/2680 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2680/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2680/comments | https://api.github.com/repos/huggingface/datasets/issues/2680/events | https://github.com/huggingface/datasets/pull/2680 | 948,649,716 | MDExOlB1bGxSZXF1ZXN0NjkzNDYyNzY3 | 2,680 | feat: 🎸 add paperswithcode id for qasper dataset | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | The reverse reference exists on paperswithcode:
https://paperswithcode.com/dataset/qasper | {
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https://api.github.com/repos/huggingface/datasets/issues/4108 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4108/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4108/comments | https://api.github.com/repos/huggingface/datasets/issues/4108/events | https://github.com/huggingface/datasets/pull/4108 | 1,194,578,584 | PR_kwDODunzps41u3j2 | 4,108 | Perplexity Speedup | {
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"WRT the high values, can you add some unit tests with some [string, model] pairs and their resulting perplexity code, and @TristanThrush can run the same pairs through his version of the code?",
"_The documentation is not available anymore as the PR was closed or merged._",
"I thought that the perplexity metri... | 2022-04-06T12:57:21Z | 2022-04-20T13:00:54Z | 2022-04-20T12:54:42Z | CONTRIBUTOR | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This PR makes necessary changes to perplexity such that:
- it runs much faster (via batching)
- it throws an error when input is empty, or when input is one word without <BOS> token
- it adds the option to add a <BOS> token
Issues:
- The values returned are extremely high, and I'm worried they aren't correct. Ev... | {
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https://api.github.com/repos/huggingface/datasets/issues/5693 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5693/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5693/comments | https://api.github.com/repos/huggingface/datasets/issues/5693/events | https://github.com/huggingface/datasets/pull/5693 | 1,649,934,749 | PR_kwDODunzps5NYdPS | 5,693 | [docs] Split pattern search order | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | 2023-03-31T19:51:38Z | 2023-04-03T18:43:30Z | 2023-04-03T18:29:58Z | MEMBER | null | 0 | {
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"Hi, did you check the doc on `shuffle`?\r\nhttps://huggingface.co/docs/datasets/package_reference/main_classes.html?datasets.Dataset.shuffle#datasets.Dataset.shuffle",
"Hi Thomas\r\nthanks for reponse, yes, I did checked it, but this does not work for me please see \r\n\r\n```\r\n(internship) rkarimi@italix17:/i... | 2020-12-19T20:59:39Z | 2021-01-04T10:00:03Z | 2021-01-04T10:00:03Z | CONTRIBUTOR | null | null | null | Hi
I need to shuffle the dataset, but this needs to be based on epoch+seed to be consistent across the cores, when I pass seed to shuffle, this does not accept seed, could you assist me with this? thanks @lhoestq
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"Thanks for reporting. It's a known issue, and we hope to fix it soon.",
"Fixed, thanks!"
] | 2022-04-13T06:59:23Z | 2022-06-21T16:43:11Z | 2022-06-21T16:43:11Z | CONTRIBUTOR | null | null | null | ## Dataset viewer issue for ceyda/smithsonian_butterflies_transparent
[**Link:** *link to the dataset viewer page*](https://huggingface.co/datasets/ceyda/smithsonian_butterflies_transparent)

Am I the... | {
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https://api.github.com/repos/huggingface/datasets/issues/6247 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6247/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6247/comments | https://api.github.com/repos/huggingface/datasets/issues/6247/events | https://github.com/huggingface/datasets/pull/6247 | 1,901,390,945 | PR_kwDODunzps5amAQ1 | 6,247 | Update create_dataset.mdx | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | 2023-09-18T17:06:29Z | 2023-09-19T18:51:49Z | 2023-09-19T18:40:10Z | CONTRIBUTOR | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | modified , as AudioFolder and ImageFolder not in Dataset Library.
``` from datasets import AudioFolder ``` and ```from datasets import ImageFolder``` to ```from datasets import load_dataset```
```
cannot import name 'AudioFolder' from 'datasets' (/home/eswardivi/miniconda3/envs/Hugformers/lib/python3.10/site... | {
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https://api.github.com/repos/huggingface/datasets/issues/1294 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1294/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1294/comments | https://api.github.com/repos/huggingface/datasets/issues/1294/events | https://github.com/huggingface/datasets/pull/1294 | 759,365,246 | MDExOlB1bGxSZXF1ZXN0NTM0MzgzMjg5 | 1,294 | adding opus_euconst | {
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21 languages, 210 bitexts | {
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https://api.github.com/repos/huggingface/datasets/issues/2823 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2823/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2823/comments | https://api.github.com/repos/huggingface/datasets/issues/2823/events | https://github.com/huggingface/datasets/issues/2823 | 976,135,355 | MDU6SXNzdWU5NzYxMzUzNTU= | 2,823 | HF_DATASETS_CACHE variable in Windows | {
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"Agh - I'm a muppet. No quote marks are needed.\r\nset HF_DATASETS_CACHE = C:\\Datasets\r\nworks as intended."
] | 2021-08-21T13:17:44Z | 2021-08-21T13:20:11Z | 2021-08-21T13:20:11Z | NONE | null | null | null | I can't seem to use a custom Cache directory in Windows. I have tried:
set HF_DATASETS_CACHE = "C:\Datasets"
set HF_DATASETS_CACHE = "C:/Datasets"
set HF_DATASETS_CACHE = "C:\\Datasets"
set HF_DATASETS_CACHE = "r'C:\Datasets'"
set HF_DATASETS_CACHE = "\Datasets"
set HF_DATASETS_CACHE = "/Datasets"
In each in... | {
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https://api.github.com/repos/huggingface/datasets/issues/4660 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4660/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4660/comments | https://api.github.com/repos/huggingface/datasets/issues/4660/events | https://github.com/huggingface/datasets/pull/4660 | 1,297,128,387 | PR_kwDODunzps47AYDq | 4,660 | Fix _resolve_single_pattern_locally on Windows with multiple drives | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"Good catch ! Sorry I forgot (again) about windows paths when writing this x)"
] | 2022-07-07T09:57:30Z | 2022-07-07T17:03:36Z | 2022-07-07T16:52:07Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Currently, when `_resolve_single_pattern_locally` is called from a different drive than the one in `pattern`, it raises an exception:
```
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
C:\hostedtoolcache\windows\Python\3.6.8\x64\lib\site-packages\datasets\io\parquet.py:35: in __init_... | {
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https://api.github.com/repos/huggingface/datasets/issues/5506 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5506/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5506/comments | https://api.github.com/repos/huggingface/datasets/issues/5506/events | https://github.com/huggingface/datasets/issues/5506 | 1,571,838,641 | I_kwDODunzps5dsFqx | 5,506 | IterableDataset and Dataset return different batch sizes when using Trainer with multiple GPUs | {
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"Hi ! `datasets` doesn't do batching - the PyTorch DataLoader does and is created by the `Trainer`. Do you pass other arguments to training_args with respect to data loading ?\r\n\r\nAlso we recently released `.to_iterable_dataset` that does pretty much what you implemented, but using contiguous shards to get a bet... | 2023-02-06T03:26:03Z | 2023-02-08T18:30:08Z | 2023-02-08T18:30:07Z | NONE | null | null | null | ### Describe the bug
I am training a Roberta model using 2 GPUs and the `Trainer` API with a batch size of 256.
Initially I used a standard `Dataset`, but had issues with slow data loading. After reading [this issue](https://github.com/huggingface/datasets/issues/2252), I swapped to loading my dataset as contiguous... | {
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https://api.github.com/repos/huggingface/datasets/issues/1576 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1576/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1576/comments | https://api.github.com/repos/huggingface/datasets/issues/1576/events | https://github.com/huggingface/datasets/pull/1576 | 767,080,645 | MDExOlB1bGxSZXF1ZXN0NTM5OTE3MTA0 | 1,576 | Remove the contributors section | {
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https://api.github.com/repos/huggingface/datasets/issues/1967 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1967/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1967/comments | https://api.github.com/repos/huggingface/datasets/issues/1967/events | https://github.com/huggingface/datasets/pull/1967 | 819,129,568 | MDExOlB1bGxSZXF1ZXN0NTgyMjc5OTEx | 1,967 | Add Turkish News Category Dataset - 270K - Lite Version | {
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"Thanks for the change, merging now !"
] | 2021-03-01T18:21:59Z | 2021-03-02T17:25:00Z | 2021-03-02T17:25:00Z | CONTRIBUTOR | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This PR adds the Turkish News Categories Dataset (270K - Lite Version) dataset which is a text classification dataset by me, @basakbuluz and @serdarakyol.
This dataset contains the same news from the current [interpress_news_category_tr dataset](https://huggingface.co/datasets/interpress_news_category_tr) but contains... | {
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https://api.github.com/repos/huggingface/datasets/issues/1888 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1888/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1888/comments | https://api.github.com/repos/huggingface/datasets/issues/1888/events | https://github.com/huggingface/datasets/pull/1888 | 809,241,123 | MDExOlB1bGxSZXF1ZXN0NTc0MTM2MDU4 | 1,888 | Docs for adding new column on formatted dataset | {
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"Close #1872"
] | 2021-02-16T11:45:00Z | 2021-03-30T14:01:03Z | 2021-02-16T11:58:57Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | As mentioned in #1872 we should add in the documentation how the format gets updated when new columns are added
Close #1872 | {
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https://api.github.com/repos/huggingface/datasets/issues/5550 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5550/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5550/comments | https://api.github.com/repos/huggingface/datasets/issues/5550/events | https://github.com/huggingface/datasets/pull/5550 | 1,591,409,475 | PR_kwDODunzps5KUl5i | 5,550 | Resolve four broken refs in the docs | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"See the resolved changes [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5550/en/package_reference/main_classes#datasets.Dataset.class_encode_column), [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5550/en/pa... | 2023-02-20T08:52:11Z | 2023-02-20T15:16:13Z | 2023-02-20T15:09:13Z | CONTRIBUTOR | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Hello!
## Pull Request overview
* Resolve 4 broken references in the docs
## The problems
Two broken references [here](https://huggingface.co/docs/datasets/package_reference/main_classes#datasets.Dataset.class_encode_column):
\r\nThe CI fail isn't related to your PR. I opened a PR #2286 to fix the CI.\r\nWe'll wait for #2286 to be merged to master first if you don't mind",
"The PR has been merged ! Feel free to merge master into your branch to fix the CI"
] | 2021-04-29T08:55:46Z | 2021-04-29T16:41:22Z | 2021-04-29T16:41:16Z | CONTRIBUTOR | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/6281 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6281/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6281/comments | https://api.github.com/repos/huggingface/datasets/issues/6281/events | https://github.com/huggingface/datasets/pull/6281 | 1,928,456,959 | PR_kwDODunzps5cBQPd | 6,281 | Improve documentation of dataset.from_generator | {
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"I have looked at the doc failures, and I do not think that my change caused the doc build failure, but I'm not 100% sure about that.\r\nI have high confidence that the integration test failures are not something I introduced:-)",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<sum... | 2023-10-05T14:34:49Z | 2023-10-05T19:09:07Z | 2023-10-05T18:57:41Z | CONTRIBUTOR | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/4434 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4434/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4434/comments | https://api.github.com/repos/huggingface/datasets/issues/4434/events | https://github.com/huggingface/datasets/pull/4434 | 1,256,207,321 | PR_kwDODunzps443mAr | 4,434 | Fix dummy dataset generation script for handling nested types of _URLs | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | It seems that when user specify nested _URLs structures in their dataset script. An error will be raised when generating dummy dataset.
I think the types of all elements in `dummy_data_dict.values()` should be checked because they may have different types.
Linked to issue #4428
PS: I am not sure whether my co... | {
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https://api.github.com/repos/huggingface/datasets/issues/5498 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5498/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5498/comments | https://api.github.com/repos/huggingface/datasets/issues/5498/events | https://github.com/huggingface/datasets/issues/5498 | 1,568,190,529 | I_kwDODunzps5deLBB | 5,498 | TypeError: 'bool' object is not iterable when filtering a datasets.arrow_dataset.Dataset | {
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"Hi! Instead of a single boolean, your filter function should return an iterable (of booleans) in the batched mode like so:\r\n```python\r\ntrain_dataset = train_dataset.filter(\r\n function=lambda batch: [image is not None for image in batch[\"image\"]], \r\n batched=True,\r\n batc... | 2023-02-02T14:46:49Z | 2023-10-08T06:12:47Z | 2023-02-04T17:19:36Z | NONE | null | null | null | ### Describe the bug
Hi,
Thanks for the amazing work on the library!
**Describe the bug**
I think I might have noticed a small bug in the filter method.
Having loaded a dataset using `load_dataset`, when I try to filter out empty entries with `batched=True`, I get a TypeError.
### Steps to reproduce the ... | {
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https://api.github.com/repos/huggingface/datasets/issues/5950 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5950/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5950/comments | https://api.github.com/repos/huggingface/datasets/issues/5950/events | https://github.com/huggingface/datasets/issues/5950 | 1,755,197,946 | I_kwDODunzps5onjH6 | 5,950 | Support for data with instance-wise dictionary as features | {
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"Hi ! We use the Arrow columnar format under the hood, which doesn't support such dictionaries: each field must have a fixed type and exist in each sample.\r\n\r\nInstead you can restructure your data like\r\n```\r\n{\r\n \"index\": 0,\r\n \"keys\": [\"2 * x + y >= 3\"],\r\n \"values\": [[\"2 * x + y >= 3\... | 2023-06-13T15:49:00Z | 2023-06-14T12:13:38Z | null | NONE | null | null | null | ### Feature request
I notice that when loading data instances with feature type of python dictionary, the dictionary keys would be broadcast so that every instance has the same set of keys. Please see an example in the Motivation section.
It is possible to avoid this behavior, i.e., load dictionary features as it i... | {
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... | null | [] | 2023-02-06T14:25:55Z | 2023-02-28T18:19:18Z | null | CONTRIBUTOR | null | null | null | _Originally [posted](https://huggingface.slack.com/archives/C02V51Q3800/p1675443873878489?thread_ts=1675418893.373479&cid=C02V51Q3800) on Slack_
Considering all this, perhaps for Datasets 3.0, we can do the following:
* [ ] have `continuous=True` by default in `.shard` (requested in the survey and makes more sense... | {
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https://api.github.com/repos/huggingface/datasets/issues/2875 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2875/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2875/comments | https://api.github.com/repos/huggingface/datasets/issues/2875/events | https://github.com/huggingface/datasets/issues/2875 | 989,919,398 | MDU6SXNzdWU5ODk5MTkzOTg= | 2,875 | Add Congolese Swahili speech datasets | {
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"color": "d93f0b",... | open | false | null | [] | null | [] | 2021-09-07T12:13:50Z | 2021-09-07T12:13:50Z | null | MEMBER | null | null | null | ## Adding a Dataset
- **Name:** Congolese Swahili speech corpora
- **Data:** https://gamayun.translatorswb.org/data/
Instructions to add a new dataset can be found [here](https://github.com/huggingface/datasets/blob/master/ADD_NEW_DATASET.md).
Also related: https://mobile.twitter.com/OktemAlp/status/14351963936... | {
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https://api.github.com/repos/huggingface/datasets/issues/4258 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4258/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4258/comments | https://api.github.com/repos/huggingface/datasets/issues/4258/events | https://github.com/huggingface/datasets/pull/4258 | 1,221,637,727 | PR_kwDODunzps43Gstg | 4,258 | Fix/start token mask issue and update documentation | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"> Good catch ! Thanks :)\r\n> \r\n> Next time can you describe your fix in the Pull Request description please ?\r\n\r\nThanks. Also whoops, sorry about not being very descriptive. I updated the pull request description, and will kee... | 2022-04-29T22:42:44Z | 2022-05-02T16:33:20Z | 2022-05-02T16:26:12Z | CONTRIBUTOR | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This pr fixes a couple bugs:
1) the perplexity was calculated with a 0 in the attention mask for the start token, which was causing high perplexity scores that were not correct
2) the documentation was not updated | {
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https://api.github.com/repos/huggingface/datasets/issues/5160 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5160/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5160/comments | https://api.github.com/repos/huggingface/datasets/issues/5160/events | https://github.com/huggingface/datasets/issues/5160 | 1,422,193,938 | I_kwDODunzps5UxPUS | 5,160 | Automatically add filename for image/audio folder | {
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"Also cc @anton-l ",
"BTW the exact same holds true for the audio folder",
"I'm fine with adding a new column with the file name personally. Not sure how breaking this is though",
"@patrickvonplaten do you mean just filename or full relative path inside the repo?\r\nI think it shouldn't be breaking, at least ... | 2022-10-25T09:56:49Z | 2022-10-26T16:51:46Z | null | MEMBER | null | null | null | ### Feature request
When creating a custom audio of image dataset, it would be great to automatically have access to the filename. It should be both:
a) Automatically displayed in the viewer
b) Automatically added as a column to the dataset when doing `load_dataset`
In `diffusers` our test rely quite heavily on i... | {
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"Hi,\r\n\r\nThis is a known issue. More info on this issue can be found in #2061. If you are looking for an open-source contribution, there are step-by-step instructions in the linked issue that you can follow to fix it.",
"Closed by #2466."
] | 2021-06-04T09:10:26Z | 2021-06-18T11:53:43Z | 2021-06-18T11:53:43Z | CONTRIBUTOR | null | null | null | I was browsing through annotation guidelines, as suggested by the datasets introduction.
The guidlines saids "There must be exactly one blank line after every sentence, including the last sentence in the file. Empty sentences are not allowed." in the [Sentence Boundaries and Comments section](https://universaldepend... | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Previously, `BaseCompressedFileFileSystem.info` was overridden and transformed from function to dict.
This generated a bug for filesystem methods that use `self.info()`, like e.g. `fs.isfile()`.
This PR:
- Adds tests for `fs.isfile` (that use `fs.info`).
- Fixes custom `BaseCompressedFileFileSystem.info` by rem... | {
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https://api.github.com/repos/huggingface/datasets/issues/2461 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2461/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2461/comments | https://api.github.com/repos/huggingface/datasets/issues/2461/events | https://github.com/huggingface/datasets/pull/2461 | 915,286,150 | MDExOlB1bGxSZXF1ZXN0NjY1MTE3MTY4 | 2,461 | Support sliced list arrays in cast | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | There is this issue in pyarrow:
```python
import pyarrow as pa
arr = pa.array([[i * 10] for i in range(4)])
arr.cast(pa.list_(pa.int32())) # works
arr = arr.slice(1)
arr.cast(pa.list_(pa.int32())) # fails
# ArrowNotImplementedError("Casting sliced lists (non-zero offset) not yet implemented")
```
Howev... | {
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https://api.github.com/repos/huggingface/datasets/issues/5628 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5628/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5628/comments | https://api.github.com/repos/huggingface/datasets/issues/5628/events | https://github.com/huggingface/datasets/pull/5628 | 1,619,641,810 | PR_kwDODunzps5LzVKi | 5,628 | add kwargs to index search | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2023-03-10T21:24:58Z | 2023-03-15T14:48:47Z | 2023-03-15T14:46:04Z | CONTRIBUTOR | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This PR proposes to add kwargs to index search methods.
This is particularly useful for setting the timeout of a query on elasticsearch.
A typical use case would be:
```python
dset.add_elasticsearch_index("filename", es_client=es_client)
scores, examples = dset.get_nearest_examples("filename", "my_name-train_2... | {
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https://api.github.com/repos/huggingface/datasets/issues/3893 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3893/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3893/comments | https://api.github.com/repos/huggingface/datasets/issues/3893/events | https://github.com/huggingface/datasets/pull/3893 | 1,166,551,684 | PR_kwDODunzps40TmxB | 3,893 | Add default branch for doc building | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3893). All of your documentation changes will be reflected on that endpoint.",
"Yes! And when we discovered on the Transformers side that this check fails on the GitHub actions, we added a config attribute to have a default. Se... | 2022-03-11T15:24:27Z | 2022-03-11T15:34:35Z | 2022-03-11T15:34:34Z | CONTRIBUTOR | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Since other libraries use `main` as their default branch and it's now the standard default, you have to specify a different name in the doc config if you're using `master` like datasets (`doc-builder` tries to guess it, but in the job, we have weird checkout of merge commits so it doesn't always manage to get it right)... | {
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https://api.github.com/repos/huggingface/datasets/issues/1852 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1852/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1852/comments | https://api.github.com/repos/huggingface/datasets/issues/1852/events | https://github.com/huggingface/datasets/pull/1852 | 804,633,033 | MDExOlB1bGxSZXF1ZXN0NTcwMzY3NTU1 | 1,852 | Add Arabic Speech Corpus | {
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https://api.github.com/repos/huggingface/datasets/issues/4470 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4470/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4470/comments | https://api.github.com/repos/huggingface/datasets/issues/4470/events | https://github.com/huggingface/datasets/pull/4470 | 1,267,470,051 | PR_kwDODunzps45dnYw | 4,470 | Reorder returned validation/test splits in script template | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-06-10T12:21:13Z | 2022-06-10T18:04:10Z | 2022-06-10T17:54:50Z | MEMBER | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/5118 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5118/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5118/comments | https://api.github.com/repos/huggingface/datasets/issues/5118/events | https://github.com/huggingface/datasets/issues/5118 | 1,410,547,373 | I_kwDODunzps5UEz6t | 5,118 | Installing `datasets` on M1 computers | {
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"Thanks for reporting, @david1542."
] | 2022-10-16T16:50:08Z | 2022-10-19T09:10:08Z | 2022-10-19T09:10:08Z | CONTRIBUTOR | null | null | null | ## Describe the bug
I wanted to install `datasets` dependencies on my M1 (in order to start contributing to the project). However, I got an error regarding `tensorflow`.
On M1, `tensorflow-macos` needs to be installed instead. Can we add a conditional requirement, so that `tensorflow-macos` would be installed on M1... | {
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https://api.github.com/repos/huggingface/datasets/issues/5814 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5814/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5814/comments | https://api.github.com/repos/huggingface/datasets/issues/5814/events | https://github.com/huggingface/datasets/pull/5814 | 1,693,216,778 | PR_kwDODunzps5PoOQ9 | 5,814 | Repro windows crash | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5814). All of your documentation changes will be reflected on that endpoint."
] | 2023-05-02T23:30:18Z | 2023-05-02T23:47:07Z | null | CONTRIBUTOR | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/3909 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3909/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3909/comments | https://api.github.com/repos/huggingface/datasets/issues/3909/events | https://github.com/huggingface/datasets/issues/3909 | 1,168,578,058 | I_kwDODunzps5FpxYK | 3,909 | Error loading file audio when downloading the Common Voice dataset directly from the Hub | {
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"Hi ! It could an issue with torchaudio, which version of torchaudio are you using ? Can you also try updating `datasets` to 2.0.0 and see if it works ?",
"I _might_ have a similar issue. I'm trying to use the librispeech_asr dataset and read it with soundfile.\r\n\r\n```python\r\nfrom datasets import load_datase... | 2022-03-14T15:53:50Z | 2023-03-02T15:31:27Z | 2023-03-02T15:31:26Z | NONE | null | null | null | ## Describe the bug
When loading the Common_Voice dataset, by downloading it directly from the Hugging Face hub, some files can not be opened.
## Steps to reproduce the bug
```python
import torch
import torchaudio
from datasets import load_dataset, load_metric
from transformers import Wav2Vec2ForCTC, Wav2Vec2... | {
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https://api.github.com/repos/huggingface/datasets/issues/2322 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2322/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2322/comments | https://api.github.com/repos/huggingface/datasets/issues/2322/events | https://github.com/huggingface/datasets/issues/2322 | 876,383,853 | MDU6SXNzdWU4NzYzODM4NTM= | 2,322 | Calls to map are not cached. | {
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"I tried upgrading to `datasets==1.6.2` and downgrading to `1.6.0`. Both versions produce the same output.\r\n\r\nDowngrading to `1.5.0` works and produces the following output for me:\r\n\r\n```bash\r\nDownloading: 9.20kB [00:00, 3.94MB/s] \r\nDownloading: 5.99kB [00:00, 3.29MB/s] ... | 2021-05-05T12:11:27Z | 2021-06-08T19:10:02Z | 2021-06-08T19:08:21Z | NONE | null | null | null | ## Describe the bug
Somehow caching does not work for me anymore. Am I doing something wrong, or is there anything that I missed?
## Steps to reproduce the bug
```python
import datasets
datasets.set_caching_enabled(True)
sst = datasets.load_dataset("sst")
def foo(samples, i):
print("executed", i[:10])... | {
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https://api.github.com/repos/huggingface/datasets/issues/4678 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4678/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4678/comments | https://api.github.com/repos/huggingface/datasets/issues/4678/events | https://github.com/huggingface/datasets/issues/4678 | 1,303,741,432 | I_kwDODunzps5NtYP4 | 4,678 | Cant pass streaming dataset to dataloader after take() | {
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"Hi! Calling `take` on an iterable/streamable dataset makes it not possible to shard the dataset, which in turn disables multi-process loading (attempts to split the workload over the shards), so to go past this limitation, you can either use single-process loading in `DataLoader` (`num_workers=None`) or fetch the ... | 2022-07-13T17:34:18Z | 2022-07-14T13:07:21Z | null | NONE | null | null | null | ## Describe the bug
I am trying to pass a streaming version of c4 to a dataloader, but it can't be passed after I call `dataset.take(n)`. Some functions such as `shuffle()` can be applied without breaking the dataloader but not take.
## Steps to reproduce the bug
```python
import datasets
import torch
dset = ... | {
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https://api.github.com/repos/huggingface/datasets/issues/2687 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2687/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2687/comments | https://api.github.com/repos/huggingface/datasets/issues/2687/events | https://github.com/huggingface/datasets/pull/2687 | 948,890,481 | MDExOlB1bGxSZXF1ZXN0NjkzNjY1NDI2 | 2,687 | Minor documentation fix | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Currently, [Writing a dataset loading script](https://huggingface.co/docs/datasets/add_dataset.html) page has a small error. A link to `matinf` dataset in [_Dataset scripts of reference_](https://huggingface.co/docs/datasets/add_dataset.html#dataset-scripts-of-reference) section actually leads to `xsquad`, instead. Thi... | {
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https://api.github.com/repos/huggingface/datasets/issues/5842 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5842/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5842/comments | https://api.github.com/repos/huggingface/datasets/issues/5842/events | https://github.com/huggingface/datasets/issues/5842 | 1,705,510,602 | I_kwDODunzps5lqAbK | 5,842 | Remove columns in interable dataset | {
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"Transferring this issue as it's related to the 🤗 Datasets library ",
"Hi @surya-narayanan! Could you provide some code snippet?",
"This method has been recently added to the `IterableDataset`, so you need to update the `datasets`' installation (`pip install -U datasets`) to use it."
] | 2023-05-11T03:48:46Z | 2023-06-21T16:36:42Z | 2023-06-21T16:36:41Z | NONE | null | null | null | ### Feature request
Right now, remove_columns() produces a NotImplementedError for iterable style datasets
### Motivation
It would be great to have the same functionality irrespective of whether one is using an iterable or a map-style dataset
### Your contribution
hope and courage. | {
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https://api.github.com/repos/huggingface/datasets/issues/6125 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6125/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6125/comments | https://api.github.com/repos/huggingface/datasets/issues/6125/events | https://github.com/huggingface/datasets/issues/6125 | 1,837,980,986 | I_kwDODunzps5tjV06 | 6,125 | Reinforcement Learning and Robotics are not task categories in HF datasets metadata | {
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In https://huggingface.co/models there are task categories for RL and robotics but none in https://huggingface.co/datasets
Our lab is currently moving our datasets over to hugging face and would like to be able to add those 2 tags
Moreover we see some older datasets that do have that tag, bu... | {
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https://api.github.com/repos/huggingface/datasets/issues/3493 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3493/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3493/comments | https://api.github.com/repos/huggingface/datasets/issues/3493/events | https://github.com/huggingface/datasets/pull/3493 | 1,089,967,286 | PR_kwDODunzps4wVxfr | 3,493 | Fix VCTK encoding | {
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https://api.github.com/repos/huggingface/datasets/issues/5855 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5855/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5855/comments | https://api.github.com/repos/huggingface/datasets/issues/5855/events | https://github.com/huggingface/datasets/issues/5855 | 1,708,784,943 | I_kwDODunzps5l2f0v | 5,855 | `to_tf_dataset` consumes too much memory | {
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"Cc @amyeroberts @Rocketknight1 \r\n\r\nIndded I think it's because it does something like this under the hood when there's no multiprocessing:\r\n\r\n```python\r\ntf_dataset = tf_dataset.shuffle(len(dataset))\r\n```\r\n\r\nPS: with multiprocessing it appears to be different:\r\n\r\n```python\r\nindices = np.arange... | 2023-05-14T01:22:29Z | 2023-06-08T16:32:52Z | 2023-06-08T16:32:52Z | NONE | null | null | null | ### Describe the bug
Hi, I'm using `to_tf_dataset` to convert a _large_ dataset to `tf.data.Dataset`. I observed that the data loading *before* training took a lot of time and memory, even with `batch_size=1`.
After some digging, i believe the reason lies in the shuffle behavior. The [source code](https://github.... | {
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https://api.github.com/repos/huggingface/datasets/issues/5883 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5883/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5883/comments | https://api.github.com/repos/huggingface/datasets/issues/5883/events | https://github.com/huggingface/datasets/pull/5883 | 1,719,527,597 | PR_kwDODunzps5RAkYi | 5,883 | Fix string-encoding, make `batch_size` optional, and minor improvements in `Dataset.to_tf_dataset` | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"To showcase the current issue, here's a Colab Gist, that shows that the `imdb` dataset cannot be read/iterated, since one or more samples contain a non-ascii character that is being converted to `numpy.bytes_`, and so on fails.\r\n\r... | 2023-05-22T11:51:07Z | 2023-06-08T11:09:03Z | 2023-06-06T16:49:15Z | CONTRIBUTOR | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | ## What's in this PR?
This PR addresses some minor fixes and general improvements in the `to_tf_dataset` method of `datasets.Dataset`, to convert a 🤗HuggingFace Dataset as a TensorFlow Dataset.
The main bug solved in this PR comes with the string-encoding, since for safety purposes the internal conversion of `nu... | {
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https://api.github.com/repos/huggingface/datasets/issues/3793 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3793/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3793/comments | https://api.github.com/repos/huggingface/datasets/issues/3793/events | https://github.com/huggingface/datasets/pull/3793 | 1,150,974,950 | PR_kwDODunzps4zfdL0 | 3,793 | Docs new UI actions no self hosted | {
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"It seems like the doc can't be compiled right now because of the following:\r\n\r\n```\r\nTraceback (most recent call last):\r\n File \"/usr/local/bin/doc-builder\", line 33, in <module>\r\n sys.exit(load_entry_point('doc-builder', 'console_scripts', 'doc-builder')())\r\n File \"/__w/datasets/datasets/doc-bui... | 2022-02-25T23:48:55Z | 2022-03-01T15:55:29Z | 2022-03-01T15:55:28Z | MEMBER | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/2318 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2318/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2318/comments | https://api.github.com/repos/huggingface/datasets/issues/2318/events | https://github.com/huggingface/datasets/issues/2318 | 876,212,460 | MDU6SXNzdWU4NzYyMTI0NjA= | 2,318 | [api request] API to obtain "dataset_module" dynamic path? | {
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"Hi @richardliaw, \r\n\r\nFirst, thanks for the compliments.\r\n\r\nIn relation with your request, currently, the dynamic modules path is obtained this way:\r\n```python\r\nfrom datasets.load import init_dynamic_modules, MODULE_NAME_FOR_DYNAMIC_MODULES\r\n\r\ndynamic_modules_path = init_dynamic_modules(MODULE_NAME_... | 2021-05-05T08:40:48Z | 2021-05-06T08:45:45Z | 2021-05-06T07:57:54Z | NONE | null | null | null | **Is your feature request related to a problem? Please describe.**
A clear and concise description of what the problem is.
This is an awesome library.
It seems like the dynamic module path in this library has broken some of hyperparameter tuning functionality: https://discuss.huggingface.co/t/using-hyperparamet... | {
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https://api.github.com/repos/huggingface/datasets/issues/3423 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3423/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3423/comments | https://api.github.com/repos/huggingface/datasets/issues/3423/events | https://github.com/huggingface/datasets/issues/3423 | 1,078,049,638 | I_kwDODunzps5AQbtm | 3,423 | data duplicate when setting num_works > 1 with streaming data | {
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"Hi ! Thanks for reporting :)\r\n\r\nWhen using a PyTorch's data loader with `num_workers>1` and an iterable dataset, each worker streams the exact same data by default, resulting in duplicate data when iterating using the data loader.\r\n\r\nWe can probably fix this in `datasets` by checking `torch.utils.data.get_... | 2021-12-13T03:43:17Z | 2022-12-14T16:04:22Z | 2022-12-14T16:04:22Z | NONE | null | null | null | ## Describe the bug
The data is repeated num_works times when we load_dataset with streaming and set num_works > 1 when construct dataloader
## Steps to reproduce the bug
```python
# Sample code to reproduce the bug
import pandas as pd
import numpy as np
import os
from datasets import load_dataset
from tor... | {
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https://api.github.com/repos/huggingface/datasets/issues/6233 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6233/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6233/comments | https://api.github.com/repos/huggingface/datasets/issues/6233/events | https://github.com/huggingface/datasets/pull/6233 | 1,891,804,286 | PR_kwDODunzps5aF3kd | 6,233 | Update README.md | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | 2023-09-12T06:53:06Z | 2023-09-13T18:20:50Z | 2023-09-13T18:10:04Z | CONTRIBUTOR | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/6221 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6221/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6221/comments | https://api.github.com/repos/huggingface/datasets/issues/6221/events | https://github.com/huggingface/datasets/issues/6221 | 1,884,324,631 | I_kwDODunzps5wUIMX | 6,221 | Support saving datasets with custom formatting | {
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"Not a fan of pickling this sort of stuff either.\r\nNote that users can also share the code in their dataset documentation."
] | 2023-09-06T16:03:32Z | 2023-09-06T18:32:07Z | null | CONTRIBUTOR | null | null | null | Requested in https://discuss.huggingface.co/t/using-set-transform-on-a-dataset-leads-to-an-exception/53036.
I am not sure if supporting this is the best idea for the following reasons:
>For this to work, we would have to pickle a custom transform, which means the transform and the objects it references need to be... | {
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https://api.github.com/repos/huggingface/datasets/issues/2718 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2718/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2718/comments | https://api.github.com/repos/huggingface/datasets/issues/2718/events | https://github.com/huggingface/datasets/pull/2718 | 953,360,663 | MDExOlB1bGxSZXF1ZXN0Njk3NDE0NTQy | 2,718 | New documentation structure | {
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"I just did some minor changes + added some content in these sections: share, about arrow, about cache\r\n\r\nFeel free to mark this PR as ready for review ! :)",
"I just separated the `Share` How-to page into three pages: share, dataset_script and dataset_card.\r\n\r\nThis way in the share page we can explain in... | 2021-07-26T23:15:13Z | 2021-09-13T17:20:53Z | 2021-09-13T17:20:52Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Organize Datasets documentation into four documentation types to improve clarity and discoverability of content.
**Content to add in the very short term (feel free to add anything I'm missing):**
- A discussion on why Datasets uses Arrow that includes some context and background about why we use Arrow. Would also b... | {
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https://api.github.com/repos/huggingface/datasets/issues/3850 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3850/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3850/comments | https://api.github.com/repos/huggingface/datasets/issues/3850/events | https://github.com/huggingface/datasets/pull/3850 | 1,162,126,030 | PR_kwDODunzps40FBx9 | 3,850 | [feat] Add tqdm arguments | {
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https://api.github.com/repos/huggingface/datasets/issues/3523 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3523/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3523/comments | https://api.github.com/repos/huggingface/datasets/issues/3523/events | https://github.com/huggingface/datasets/pull/3523 | 1,093,819,227 | PR_kwDODunzps4wiJc2 | 3,523 | Added links to licensing and PII message in vctk dataset | {
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https://api.github.com/repos/huggingface/datasets/issues/4827 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4827/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4827/comments | https://api.github.com/repos/huggingface/datasets/issues/4827/events | https://github.com/huggingface/datasets/pull/4827 | 1,335,994,312 | PR_kwDODunzps49B1zi | 4,827 | Add license metadata to pg19 | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-08-11T13:52:20Z | 2022-08-11T15:01:03Z | 2022-08-11T14:46:38Z | MEMBER | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/4610 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4610/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4610/comments | https://api.github.com/repos/huggingface/datasets/issues/4610/events | https://github.com/huggingface/datasets/issues/4610 | 1,290,603,827 | I_kwDODunzps5M7Q0z | 4,610 | codeparrot/github-code failing to load | {
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"I believe the issue is in `codeparrot/github-code`. `base_path` param is missing - https://huggingface.co/datasets/codeparrot/github-code/blob/main/github-code.py#L169\r\n\r\nFunction definition has changed.\r\nhttps://github.com/huggingface/datasets/blob/0e1c629cfb9f9ba124537ba294a0ec451584da5f/src/datasets/data_... | 2022-06-30T20:24:48Z | 2022-07-05T14:24:13Z | 2022-07-05T09:19:56Z | NONE | null | null | null | ## Describe the bug
codeparrot/github-code fails to load with a `TypeError: get_patterns_in_dataset_repository() missing 1 required positional argument: 'base_path'`
## Steps to reproduce the bug
```python
from datasets import load_dataset
```
## Expected results
loaded dataset object
## Actual results
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https://api.github.com/repos/huggingface/datasets/issues/5251 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5251/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5251/comments | https://api.github.com/repos/huggingface/datasets/issues/5251/events | https://github.com/huggingface/datasets/issues/5251 | 1,451,761,321 | I_kwDODunzps5WiB6p | 5,251 | Docs are not generated after latest release | {
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"After a discussion with @mishig25:\r\n- He said that this action should be triggered if we call our release branch according to the regex `v*-release`, as transformers does\r\n- I said that our procedure is different: our release branch is *temporary* and it is deleted just after the release PR is merged to main\r... | 2022-11-16T14:59:31Z | 2022-11-22T16:27:50Z | 2022-11-22T16:27:50Z | MEMBER | null | null | null | After the latest `datasets` release version 0.7.0, the docs were not generated.
As we have changed the release procedure (so that now we do not push directly to main branch), maybe we should also change the corresponding GitHub action:
https://github.com/huggingface/datasets/blob/edf1902f954c5568daadebcd8754bdad4... | {
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https://api.github.com/repos/huggingface/datasets/issues/3908 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3908/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3908/comments | https://api.github.com/repos/huggingface/datasets/issues/3908/events | https://github.com/huggingface/datasets/pull/3908 | 1,168,576,963 | PR_kwDODunzps40Z_9F | 3,908 | Update README.md for SQuAD v2 metric | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3908). All of your documentation changes will be reflected on that endpoint."
] | 2022-03-14T15:53:10Z | 2022-03-15T17:04:11Z | 2022-03-15T17:04:11Z | NONE | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/1974 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1974/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1974/comments | https://api.github.com/repos/huggingface/datasets/issues/1974/events | https://github.com/huggingface/datasets/pull/1974 | 820,122,223 | MDExOlB1bGxSZXF1ZXN0NTgzMTE5MDI0 | 1,974 | feat(docs): navigate with left/right arrow keys | {
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More info : https://github.com/sphinx-doc/sphinx/pull/2064
You can try here : https://29353-250213286-gh.circle-artifacts.com/0/docs/_build/html/index.html | {
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https://api.github.com/repos/huggingface/datasets/issues/1409 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1409/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1409/comments | https://api.github.com/repos/huggingface/datasets/issues/1409/events | https://github.com/huggingface/datasets/pull/1409 | 760,593,932 | MDExOlB1bGxSZXF1ZXN0NTM1Mzk5OTI1 | 1,409 | Adding the ASSIN dataset | {
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"I wrongly commited data from another branch in this PR, I'll close this a reopen another PR with the fixed branch"
] | 2020-12-09T19:07:00Z | 2020-12-09T19:18:12Z | 2020-12-09T19:15:52Z | CONTRIBUTOR | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/4972 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4972/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4972/comments | https://api.github.com/repos/huggingface/datasets/issues/4972/events | https://github.com/huggingface/datasets/pull/4972 | 1,371,443,306 | PR_kwDODunzps4-3VVF | 4,972 | Fix map batched with torch output | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-09-13T13:16:34Z | 2022-09-20T09:42:02Z | 2022-09-20T09:39:33Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Reported in https://discuss.huggingface.co/t/typeerror-when-applying-map-after-set-format-type-torch/23067/2
Currently it fails if one uses batched `map` and the map function returns a torch tensor.
I fixed it for torch, tf, jax and pandas series. | {
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https://api.github.com/repos/huggingface/datasets/issues/5450 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5450/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5450/comments | https://api.github.com/repos/huggingface/datasets/issues/5450/events | https://github.com/huggingface/datasets/issues/5450 | 1,551,109,365 | I_kwDODunzps5cdAz1 | 5,450 | to_tf_dataset with a TF collator causes bizarrely persistent slowdown | {
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"A possible hint: The function it seems to be spending a lot of time in (when iterating over the original dataset) is `_get_mp` in the PIL JPEG decoder: \r\n
Briefly, there are several datasets that, when you iterate over them with `to_tf_dataset` **and** a data colla... | {
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https://api.github.com/repos/huggingface/datasets/issues/2268 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2268/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2268/comments | https://api.github.com/repos/huggingface/datasets/issues/2268/events | https://github.com/huggingface/datasets/pull/2268 | 868,773,380 | MDExOlB1bGxSZXF1ZXN0NjI0MjQyODg1 | 2,268 | Don't use pyarrow 4.0.0 since it segfaults when casting a sliced ListArray of integers | {
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"@lhoestq note that the segfault also occurs on Linux.",
"Created the ticket at\r\nhttps://issues.apache.org/jira/browse/ARROW-12568",
"@lhoestq the ticket you mentioned is now in state resolved. Pyarrow supports AArch64 after version 4.0.0. Because of this restriction `datasets` is not installing in AArch64 sy... | 2021-04-27T11:58:28Z | 2021-06-12T12:44:49Z | 2021-04-27T13:43:20Z | MEMBER | null | 0 | {
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Setting `pyarrow<4.0.0` for now. I'll open an issue on JIRA once I know more about the origin of the issue | {
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https://api.github.com/repos/huggingface/datasets/issues/4598 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4598/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4598/comments | https://api.github.com/repos/huggingface/datasets/issues/4598/events | https://github.com/huggingface/datasets/pull/4598 | 1,288,774,514 | PR_kwDODunzps46kfOS | 4,598 | Host financial_phrasebank data on the Hub | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-06-29T13:59:31Z | 2022-07-01T09:41:14Z | 2022-07-01T09:29:36Z | MEMBER | null | 0 | {
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Fix #4597. | {
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https://api.github.com/repos/huggingface/datasets/issues/2982 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2982/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2982/comments | https://api.github.com/repos/huggingface/datasets/issues/2982/events | https://github.com/huggingface/datasets/pull/2982 | 1,010,118,418 | PR_kwDODunzps4saVLh | 2,982 | Add the Math Aptitude Test of Heuristics dataset. | {
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https://api.github.com/repos/huggingface/datasets/issues/4513 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4513/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4513/comments | https://api.github.com/repos/huggingface/datasets/issues/4513/events | https://github.com/huggingface/datasets/pull/4513 | 1,273,450,338 | PR_kwDODunzps45xTqv | 4,513 | Update Google Cloud Storage documentation and add Azure Blob Storage example | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"Hi @stevhliu, I've kept the `>>>` before all the in-line code comments as it was done like that in the default S3 example that was already there, I assume that it's done like that just for readiness, let me know whether we should rem... | 2022-06-16T11:46:09Z | 2022-06-23T17:05:11Z | 2022-06-23T16:54:59Z | CONTRIBUTOR | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | While I was going through the 🤗 Datasets documentation of the Cloud storage filesystems at https://huggingface.co/docs/datasets/filesystems, I realized that the Google Cloud Storage documentation could be improved e.g. bullet point says "Load your dataset" when the actual call was to "Save your dataset", in-line code ... | {
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https://api.github.com/repos/huggingface/datasets/issues/3765 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3765/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3765/comments | https://api.github.com/repos/huggingface/datasets/issues/3765/events | https://github.com/huggingface/datasets/pull/3765 | 1,145,126,881 | PR_kwDODunzps4zMdIL | 3,765 | Update URL for tagging app | {
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"Oh, this URL shouldn't be updated to the tagging app as it's actually used for creating the README - closing this."
] | 2022-02-20T20:34:31Z | 2022-02-20T20:36:10Z | 2022-02-20T20:36:06Z | MEMBER | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/5816 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5816/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5816/comments | https://api.github.com/repos/huggingface/datasets/issues/5816/events | https://github.com/huggingface/datasets/pull/5816 | 1,694,590,856 | PR_kwDODunzps5Ps4t9 | 5,816 | Preserve `stopping_strategy` of shuffled interleaved dataset (random cycling case) | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... | 2023-05-03T18:34:18Z | 2023-05-04T14:31:55Z | 2023-05-04T14:24:49Z | CONTRIBUTOR | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Preserve the `stopping_strategy` in the `RandomlyCyclingMultiSourcesExamplesIterable.shard_data_sources` to fix shuffling a dataset interleaved (from multiple sources) with probabilities.
Fix #5812
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https://api.github.com/repos/huggingface/datasets/issues/1226 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1226/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1226/comments | https://api.github.com/repos/huggingface/datasets/issues/1226/events | https://github.com/huggingface/datasets/pull/1226 | 758,036,979 | MDExOlB1bGxSZXF1ZXN0NTMzMjc2OTU3 | 1,226 | Add menyo_20k_mt dataset | {
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"looks like your PR includes changes about many other files than the ones for menyo 20k mt\r\nCan you create another branch and another PR please ?",
"Yes, I will"
] | 2020-12-06T22:16:15Z | 2020-12-10T19:22:14Z | 2020-12-10T19:22:14Z | CONTRIBUTOR | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/6240 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6240/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6240/comments | https://api.github.com/repos/huggingface/datasets/issues/6240/events | https://github.com/huggingface/datasets/issues/6240 | 1,895,723,888 | I_kwDODunzps5w_nNw | 6,240 | Dataloader stuck on multiple GPUs | {
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"What type of dataset are you using in this script? `torch.utils.data.Dataset` or `datasets.Dataset`? Please share the `datasets` package version if it's the latter. Otherwise, it's better to move this issue to the `accelerate` repo.",
"Very sorry, I thought I had a repo in `accelerate!`\r\nI will close this issu... | 2023-09-14T05:30:30Z | 2023-09-14T23:54:42Z | 2023-09-14T23:54:42Z | NONE | null | null | null | ### Describe the bug
I am trying to get CLIP to fine-tuning with my code.
When I tried to run it on multiple GPUs using accelerate, I encountered the following phenomenon.
- Validation dataloader stuck in 2nd epoch only on multi-GPU
Specifically, when the "for inputs in valid_loader:" process is finished, it does... | {
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https://api.github.com/repos/huggingface/datasets/issues/1475 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1475/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1475/comments | https://api.github.com/repos/huggingface/datasets/issues/1475/events | https://github.com/huggingface/datasets/pull/1475 | 762,187,000 | MDExOlB1bGxSZXF1ZXN0NTM2NzYxMDQz | 1,475 | Fix XML iterparse in opus_dogc dataset | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | I forgot to add `elem.clear()` to clear the element from memory. | {
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https://api.github.com/repos/huggingface/datasets/issues/3325 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3325/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3325/comments | https://api.github.com/repos/huggingface/datasets/issues/3325/events | https://github.com/huggingface/datasets/pull/3325 | 1,064,663,075 | PR_kwDODunzps4vEaGO | 3,325 | Update conda dependencies | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Some dependencies minimum versions were outdated. For example `pyarrow` and `huggingface_hub` | {
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https://api.github.com/repos/huggingface/datasets/issues/6256 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6256/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6256/comments | https://api.github.com/repos/huggingface/datasets/issues/6256/events | https://github.com/huggingface/datasets/issues/6256 | 1,910,275,199 | I_kwDODunzps5x3Hx_ | 6,256 | load_dataset() function's cache_dir does not seems to work | {
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"Can you share the error message?\r\n\r\nAlso, it would help if you could check whether `huggingface_hub`'s download behaves the same:\r\n```python\r\nfrom huggingface_hub import snapshot_download\r\nsnapshot_download(\"trec\", repo_type=\"dataset\", cache_dir='/path/to/my/dir)\r\n```\r\n\r\nIn the next major relea... | 2023-09-24T15:34:06Z | 2023-09-27T13:40:45Z | null | NONE | null | null | null | ### Describe the bug
datasets version: 2.14.5
when trying to run the following command
trec = load_dataset('trec', split='train[:1000]', cache_dir='/path/to/my/dir')
I keep getting error saying the command does not have permission to the default cache directory on my macbook pro machine.
It seems the cache_... | {
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https://api.github.com/repos/huggingface/datasets/issues/2860 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2860/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2860/comments | https://api.github.com/repos/huggingface/datasets/issues/2860/events | https://github.com/huggingface/datasets/issues/2860 | 985,013,339 | MDU6SXNzdWU5ODUwMTMzMzk= | 2,860 | Cannot download TOTTO dataset | {
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"Hola @mrm8488, thanks for reporting.\r\n\r\nApparently, the data source host changed their URL one week ago: https://github.com/google-research-datasets/ToTTo/commit/cebeb430ec2a97747e704d16a9354f7d9073ff8f\r\n\r\nI'm fixing it."
] | 2021-09-01T11:04:10Z | 2021-09-02T06:47:40Z | 2021-09-02T06:47:40Z | CONTRIBUTOR | null | null | null | Error: Couldn't find file at https://storage.googleapis.com/totto/totto_data.zip
`datasets version: 1.11.0`
# How to reproduce:
```py
from datasets import load_dataset
dataset = load_dataset('totto')
```
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https://api.github.com/repos/huggingface/datasets/issues/4661 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4661/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4661/comments | https://api.github.com/repos/huggingface/datasets/issues/4661/events | https://github.com/huggingface/datasets/issues/4661 | 1,298,374,944 | I_kwDODunzps5NY6Eg | 4,661 | Concurrency bug when using same cache among several jobs | {
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"I can confirm that if I run one job first that processes the dataset, then I can run any jobs in parallel with no problem (no write-concurrency anymore...). ",
"Hi! That's weird. It seems like the error points to the `mkstemp` function, but the official docs state the following:\r\n```\r\nThere are no race condi... | 2022-07-08T01:58:11Z | 2022-07-15T17:11:23Z | null | NONE | null | null | null | ## Describe the bug
I used to see this bug with an older version of the datasets. It seems to persist.
This is my concrete scenario: I launch several evaluation jobs on a cluster in which I share the file system and I share the cache directory used by huggingface libraries. The evaluation jobs read the same *.csv ... | {
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